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Choi, Jai Won
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Bayesian Predictive Inference for a Study Variable Without Specifying a Link to the Covariates
Keyword:
small area estimation
,
stick-breaking prior
,
Bayesian predictive inference
,
survey weights
,
multinomial-Dirichlet model
, and
spatial modeling
Creator:
Lockwood, Ashley
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Constraint Bayesian Inference for Count Data from Small Areas
Keyword:
Small Area Estimation
,
Unimodal Order Restrictions
,
Bayesian Statistics
,
Constraint Inference
, and
Multinomial Data
Creator:
Chen, Xinyu
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bayesian Predictive Inference for a Non-probability Sample with Binary Responses from Small Areas
Keyword:
Selectivity
,
Dirichlet Process
,
Double logistic regression
,
Bayesian hierarchical model
,
Small area estimation
, and
Metropolis - Hastings sampler
Creator:
Xu, Zhiqing
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-09-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bayesian Small Area Analyses of the Unrelated Question Design with Multiple Sensitive Questions
Keyword:
Markov chain Monte Carlo methods.
,
Data masking
,
Hierarchical Bayesian model
,
Latent variables
,
Elicitation
,
Integrated nested normal approximation
,
Blocked Gibbs sampler
, and
Logistic regression
Creator:
Yu, Yuan
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
A Bayesian Test of Independence for Two-way Contingency Tables Under Cluster Sampling
Keyword:
Surrogate samples; Bayes factor; Hierarchical Baye
Creator:
Bhatta, Dilli
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bayesian Models for the Analyzes of Noisy Responses From Small Areas: An Application to Poverty Estimation
Keyword:
Continuous and Positively Skewed distribution
,
Logarithmic transformation
,
Noisy responses
,
GB2 distribution
,
Poverty
,
Hierarchical Bayesian
,
Metropolis Hastings alogrithm
,
Noninformative priors
,
Small Area Estimation
, and
Non-normality
Creator:
Manandhar, Binod
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bayesian Nonparametric Models for Multi-Stage Sample Surveys
Keyword:
nonparametric procedure
,
Bayes factor
,
robustness
,
sample survey
,
posterior propriety
,
Small Area Estimation
, and
Dirichlet process
Creator:
Yin, Jiani
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bayesian Predictive Inference and Multivariate Benchmarking for Small Area Means
Keyword:
bayesian predictive inference
,
benchmarking
,
Small Area Estimation
, and
multivariate
Creator:
Toto, Ma. Criselda Santos
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-04-20
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
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